Pandas Profiling Report

Dataset statistics

Number of variables	46
Number of observations	94727
Missing cells	66050
Missing cells (%)	1.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.0 MiB
Average record size in memory	376.0 B

Variable types

Categorical	26
Numeric	18
Text	2

Alerts

`ciudad` has constant value ""	Constant
`operacion` has constant value ""	Constant
`tipologia_imueble` has constant value ""	Constant
`amueblado` is highly imbalanced (75.5%)	Imbalance
`arico` is highly imbalanced (84.2%)	Imbalance
`duplex` is highly imbalanced (82.5%)	Imbalance
`estudio` is highly imbalanced (81.8%)	Imbalance
`nueva_construccion` is highly imbalanced (80.4%)	Imbalance
`orientacion_n` is highly imbalanced (50.7%)	Imbalance
`ano_construccion` has 55828 (58.9%) missing values	Missing
`exterior_interior` has 6380 (6.7%) missing values	Missing
`n_piso` has 3841 (4.1%) missing values	Missing
`ano_construccion` is highly skewed (γ1 = -22.49108759)	Skewed
`precio_parking` is highly skewed (γ1 = 52.13352341)	Skewed
`n_habitaciones` has 2744 (2.9%) zeros	Zeros
`n_piso` has 10094 (10.7%) zeros	Zeros

Reproduction

Analysis started	2024-02-17 23:06:00.386052
Analysis finished	2024-02-17 23:06:36.691259
Duration	36.31 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

a_reformar
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	77051
1	17676

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

Most occurring characters

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	77051	81.3%
1	17676	18.7%

aire_acondicionado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	52246
1	42481

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

Most occurring characters

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	52246	55.2%
1	42481	44.8%

amueblado
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

3	88721
2	4690
1	1316

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

Most occurring characters

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	88721	93.7%
2	4690	5.0%
1	1316	1.4%

ano_construccion
Real number (ℝ)

MISSING SKEWED

Distinct	191
Distinct (%)	0.5%
Missing	55828
Missing (%)	58.9%
Infinite	0
Infinite (%)	0.0%
Mean	1964.6614

Minimum	1
Maximum	2291
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1900
Q1	1955
median	1968
Q3	1987
95-th percentile	2008
Maximum	2291
Range	2290
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	55.907842
Coefficient of variation (CV)	0.028456732
Kurtosis	736.8591
Mean	1964.6614
Median Absolute Deviation (MAD)	16
Skewness	-22.491088
Sum	76423362
Variance	3125.6868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1960	2311	2.4%
1970	2093	2.2%
1965	1823	1.9%
1900	1643	1.7%
1950	862	0.9%
1930	822	0.9%
1966	783	0.8%
1940	782	0.8%
2006	742	0.8%
1975	741	0.8%
Other values (181)	26297	27.8%
(Missing)	55828	58.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
7	1	< 0.1%
10	2	< 0.1%
19	3	< 0.1%
48	1	< 0.1%
49	2	< 0.1%
50	2	< 0.1%
54	1	< 0.1%
160	1	< 0.1%
173	1	< 0.1%

Value	Count	Frequency (%)
2291	1	< 0.1%
2028	1	< 0.1%
2020	13	< 0.1%
2019	114	0.1%
2018	404	0.4%
2017	190	0.2%
2016	52	0.1%
2015	65	0.1%
2014	51	0.1%
2013	60	0.1%

area_construida
Real number (ℝ)

Distinct	558
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.35174

Minimum	21
Maximum	985
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	21
5-th percentile	40
Q1	62
median	83
Q3	117
95-th percentile	225
Maximum	985
Range	964
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	67.052528
Coefficient of variation (CV)	0.66158243
Kurtosis	17.684128
Mean	101.35174
Median Absolute Deviation (MAD)	25
Skewness	3.182888
Sum	9600746
Variance	4496.0415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	3128	3.3%
70	2974	3.1%
80	2603	2.7%
65	2416	2.6%
75	2348	2.5%
90	2159	2.3%
50	1969	2.1%
100	1927	2.0%
55	1744	1.8%
110	1573	1.7%
Other values (548)	71886	75.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	58	0.1%
22	61	0.1%
23	54	0.1%
24	74	0.1%
25	235	0.2%
26	75	0.1%
27	127	0.1%
28	158	0.2%
29	75	0.1%
30	652	0.7%

Value	Count	Frequency (%)
985	1	< 0.1%
982	1	< 0.1%
951	1	< 0.1%
950	1	< 0.1%
941	2	< 0.1%
934	1	< 0.1%
928	1	< 0.1%
926	1	< 0.1%
922	1	< 0.1%
900	2	< 0.1%

arico
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	92539
1	2188

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92539	97.7%
1	2188	2.3%

armarios
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	54169
0	40558

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

Most occurring characters

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	54169	57.2%
0	40558	42.8%

ascensor
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	65881
0	28846

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

Most occurring characters

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	65881	69.5%
0	28846	30.5%

buen_estado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	74173
0	20554

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

Most occurring characters

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	74173	78.3%
0	20554	21.7%

cat_ano_construccion
Real number (ℝ)

Distinct	168
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1965.6824

Minimum	1623
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1623
5-th percentile	1900
Q1	1955
median	1967
Q3	1984
95-th percentile	2008
Maximum	2018
Range	395
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	29.107109
Coefficient of variation (CV)	0.014807636
Kurtosis	2.0924528
Mean	1965.6824
Median Absolute Deviation (MAD)	14
Skewness	-0.82126556
Sum	1.8620319 × 10⁸
Variance	847.22378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1960	6024	6.4%
1965	4924	5.2%
1970	4684	4.9%
1900	3443	3.6%
1950	2138	2.3%
1940	2037	2.2%
1969	1978	2.1%
1968	1889	2.0%
1930	1844	1.9%
1966	1815	1.9%
Other values (158)	63951	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1623	2	< 0.1%
1627	3	< 0.1%
1655	1	< 0.1%
1692	1	< 0.1%
1696	1	< 0.1%
1700	1	< 0.1%
1723	1	< 0.1%
1730	2	< 0.1%
1780	1	< 0.1%
1800	8	< 0.1%

Value	Count	Frequency (%)
2018	952	1.0%
2017	431	0.5%
2016	146	0.2%
2015	177	0.2%
2014	378	0.4%
2013	159	0.2%
2012	189	0.2%
2011	182	0.2%
2010	424	0.4%
2009	592	0.6%

cat_calidad
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.8529443

Minimum	0
Maximum	9
Zeros	377
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	7
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.462975
Coefficient of variation (CV)	0.30146131
Kurtosis	-0.049663738
Mean	4.8529443
Median Absolute Deviation (MAD)	1
Skewness	-0.035997529
Sum	459700
Variance	2.1402957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	24637	26.0%
5	20721	21.9%
6	20477	21.6%
3	12607	13.3%
7	10424	11.0%
2	2701	2.9%
8	1528	1.6%
1	627	0.7%
9	627	0.7%
0	377	0.4%
(Missing)	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	377	0.4%
1	627	0.7%
2	2701	2.9%
3	12607	13.3%
4	24637	26.0%
5	20721	21.9%
6	20477	21.6%
7	10424	11.0%
8	1528	1.6%
9	627	0.7%

Value	Count	Frequency (%)
9	627	0.7%
8	1528	1.6%
7	10424	11.0%
6	20477	21.6%
5	20721	21.9%
4	24637	26.0%
3	12607	13.3%
2	2701	2.9%
1	627	0.7%
0	377	0.4%

cat_n_max_pisos
Real number (ℝ)

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3766086

Minimum	0
Maximum	26
Zeros	101
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	6
Q3	8
95-th percentile	12
Maximum	26
Range	26
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8455507
Coefficient of variation (CV)	0.4462483
Kurtosis	5.8470714
Mean	6.3766086
Median Absolute Deviation (MAD)	1
Skewness	1.7688656
Sum	604037
Variance	8.0971591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
5	21357	22.5%
4	13990	14.8%
7	13658	14.4%
6	13554	14.3%
8	9380	9.9%
3	5445	5.7%
9	5159	5.4%
10	2847	3.0%
2	1774	1.9%
11	1657	1.7%
Other values (16)	5906	6.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	101	0.1%
1	586	0.6%
2	1774	1.9%
3	5445	5.7%
4	13990	14.8%
5	21357	22.5%
6	13554	14.3%
7	13658	14.4%
8	9380	9.9%
9	5159	5.4%

Value	Count	Frequency (%)
26	46	< 0.1%
25	31	< 0.1%
23	88	0.1%
22	72	0.1%
21	182	0.2%
20	87	0.1%
19	20	< 0.1%
18	83	0.1%
17	287	0.3%
16	248	0.3%

cat_n_vecinos
Real number (ℝ)

Distinct	329
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.168189

Minimum	1
Maximum	1499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	12
median	21
Q3	40
95-th percentile	141
Maximum	1499
Range	1498
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	54.235032
Coefficient of variation (CV)	1.3846704
Kurtosis	35.291023
Mean	39.168189
Median Absolute Deviation (MAD)	11
Skewness	4.3844743
Sum	3710285
Variance	2941.4387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	4863	5.1%
21	4095	4.3%
9	3963	4.2%
13	3334	3.5%
17	2874	3.0%
16	2742	2.9%
7	2521	2.7%
15	2461	2.6%
10	2419	2.6%
14	2391	2.5%
Other values (319)	63064	66.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	689	0.7%
2	1087	1.1%
3	1126	1.2%
4	1401	1.5%
5	1475	1.6%
6	1107	1.2%
7	2521	2.7%
8	1577	1.7%
9	3963	4.2%
10	2419	2.6%

Value	Count	Frequency (%)
1499	2	< 0.1%
724	23	< 0.1%
701	1	< 0.1%
638	4	< 0.1%
574	55	0.1%
518	2	< 0.1%
512	1	< 0.1%
503	11	< 0.1%
501	10	< 0.1%
478	22	< 0.1%

ciudad
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Madrid	94727

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	568362
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Madrid
2nd row	Madrid
3rd row	Madrid
4th row	Madrid
5th row	Madrid

Common Values

Value	Count	Frequency (%)
Madrid	94727	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
madrid	94727	100.0%

Most occurring characters

Value	Count	Frequency (%)
d	189454	33.3%
M	94727	16.7%
a	94727	16.7%
r	94727	16.7%
i	94727	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	473635	83.3%
Uppercase Letter	94727	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	189454	40.0%
a	94727	20.0%
r	94727	20.0%
i	94727	20.0%

Uppercase Letter

Value	Count	Frequency (%)
M	94727	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	568362	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	189454	33.3%
M	94727	16.7%
a	94727	16.7%
r	94727	16.7%
i	94727	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	568362	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	189454	33.3%
M	94727	16.7%
a	94727	16.7%
r	94727	16.7%
i	94727	16.7%

distancia_castellana
Real number (ℝ)

Distinct	94610
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6738112

Minimum	0.0014350974
Maximum	12.576566
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0.0014350974
5-th percentile	0.27506176
Q1	1.034841
median	1.9554413
Q3	3.8374899
95-th percentile	7.1654343
Maximum	12.576566
Range	12.575131
Interquartile range (IQR)	2.802649

Descriptive statistics

Standard deviation	2.2106082
Coefficient of variation (CV)	0.826763
Kurtosis	1.3082797
Mean	2.6738112
Median Absolute Deviation (MAD)	1.1867174
Skewness	1.259273
Sum	253282.11
Variance	4.8867884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.036097092	2	< 0.1%
0.8209324245	2	< 0.1%
0.03723037431	2	< 0.1%
2.101087773	2	< 0.1%
2.540232454	2	< 0.1%
0.1003410268	2	< 0.1%
0.5640174007	2	< 0.1%
1.991045814	2	< 0.1%
0.6161744843	2	< 0.1%
0.2181938896	2	< 0.1%
Other values (94600)	94707	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001435097407	1	< 0.1%
0.004269475612	1	< 0.1%
0.004322044394	1	< 0.1%
0.004934849361	1	< 0.1%
0.006173318995	1	< 0.1%
0.006305782332	1	< 0.1%
0.007929002888	1	< 0.1%
0.008422856558	1	< 0.1%
0.008501845916	1	< 0.1%
0.008559026743	1	< 0.1%

Value	Count	Frequency (%)
12.57656576	1	< 0.1%
12.57358266	1	< 0.1%
12.5640167	1	< 0.1%
12.55972806	1	< 0.1%
12.55785999	1	< 0.1%
12.5537872	1	< 0.1%
12.55331639	1	< 0.1%
12.5372153	1	< 0.1%
12.53622285	1	< 0.1%
12.5339924	1	< 0.1%

distancia_metro
Real number (ℝ)

Distinct	94348
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47583134

Minimum	0.0014160887
Maximum	9.4252139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0.0014160887
5-th percentile	0.096084154
Q1	0.21345594
median	0.33178915
Q3	0.52269052
95-th percentile	1.2127204
Maximum	9.4252139
Range	9.4237978
Interquartile range (IQR)	0.30923457

Descriptive statistics

Standard deviation	0.61123909
Coefficient of variation (CV)	1.2845709
Kurtosis	48.649124
Mean	0.47583134
Median Absolute Deviation (MAD)	0.13995634
Skewness	6.0511933
Sum	45074.076
Variance	0.37361323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07262400891	3	< 0.1%
0.01007800048	3	< 0.1%
0.1351915238	3	< 0.1%
0.03547740611	3	< 0.1%
0.2222319847	2	< 0.1%
0.1651912968	2	< 0.1%
0.08921237025	2	< 0.1%
0.177538052	2	< 0.1%
0.1141615568	2	< 0.1%
0.1649805838	2	< 0.1%
Other values (94338)	94703	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001416088655	2	< 0.1%
0.002588903776	1	< 0.1%
0.003159330755	1	< 0.1%
0.004017688228	1	< 0.1%
0.004132945902	1	< 0.1%
0.004134038551	1	< 0.1%
0.004135130912	1	< 0.1%
0.004376046082	1	< 0.1%
0.004477056832	1	< 0.1%
0.004687972017	1	< 0.1%

Value	Count	Frequency (%)
9.42521385	1	< 0.1%
9.374053603	1	< 0.1%
9.355168276	1	< 0.1%
9.344541354	1	< 0.1%
9.341095837	1	< 0.1%
9.334654359	1	< 0.1%
9.329856913	1	< 0.1%
9.329834263	1	< 0.1%
8.98225003	1	< 0.1%
8.969796872	1	< 0.1%

distancia_puerta_sol
Real number (ℝ)

Distinct	94616
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4791039

Minimum	0.0076465716
Maximum	14.158814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0.0076465716
5-th percentile	0.7594512
Q1	2.4059496
median	4.1215871
Q3	6.207808
95-th percentile	9.1714949
Maximum	14.158814
Range	14.151168
Interquartile range (IQR)	3.8018584

Descriptive statistics

Standard deviation	2.678492
Coefficient of variation (CV)	0.5979973
Kurtosis	-0.12621153
Mean	4.4791039
Median Absolute Deviation (MAD)	1.8387287
Skewness	0.60836381
Sum	424292.08
Variance	7.1743196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.39488528	2	< 0.1%
6.232652246	2	< 0.1%
2.229995798	2	< 0.1%
2.517067299	2	< 0.1%
1.960711682	2	< 0.1%
0.8994113456	2	< 0.1%
8.678312755	2	< 0.1%
3.172303465	2	< 0.1%
12.24669974	2	< 0.1%
1.13621151	2	< 0.1%
Other values (94606)	94707	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007646571605	1	< 0.1%
0.01537414325	1	< 0.1%
0.01703500572	1	< 0.1%
0.01994969235	1	< 0.1%
0.02541720017	1	< 0.1%
0.02546122988	1	< 0.1%
0.02558615768	1	< 0.1%
0.02854700518	1	< 0.1%
0.02911750986	1	< 0.1%
0.03200618324	1	< 0.1%

Value	Count	Frequency (%)
14.15881423	1	< 0.1%
14.15776049	1	< 0.1%
14.1499303	1	< 0.1%
14.1436442	1	< 0.1%
14.13952592	1	< 0.1%
14.13862493	1	< 0.1%
14.13033589	1	< 0.1%
14.12645899	1	< 0.1%
14.12090709	1	< 0.1%
14.12023961	1	< 0.1%

duplex
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	92236
1	2491

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

Most occurring characters

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92236	97.4%
1	2491	2.6%

estudio
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	92116
1	2611

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

Most occurring characters

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92116	97.2%
1	2611	2.8%

exterior_interior
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6380
Missing (%)	6.7%
Memory size	1.4 MiB

1.0	76245
2.0	12102

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	265041
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	2.0
3rd row	1.0
4th row	2.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	76245	80.5%
2.0	12102	12.8%
(Missing)	6380	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	76245	86.3%
2.0	12102	13.7%

Most occurring characters

Value	Count	Frequency (%)
.	88347	33.3%
0	88347	33.3%
1	76245	28.8%
2	12102	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	176694	66.7%
Other Punctuation	88347	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	88347	50.0%
1	76245	43.2%
2	12102	6.8%

Other Punctuation

Value	Count	Frequency (%)
.	88347	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	265041	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	88347	33.3%
0	88347	33.3%
1	76245	28.8%
2	12102	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	265041	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	88347	33.3%
0	88347	33.3%
1	76245	28.8%
2	12102	4.6%

fecha
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

201812	44237
201803	21893
201809	15958
201806	12639

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	568362
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	201803
2nd row	201803
3rd row	201803
4th row	201803
5th row	201803

Common Values

Value	Count	Frequency (%)
201812	44237	46.7%
201803	21893	23.1%
201809	15958	16.8%
201806	12639	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
201812	44237	46.7%
201803	21893	23.1%
201809	15958	16.8%
201806	12639	13.3%

Most occurring characters

Value	Count	Frequency (%)
0	145217	25.6%
2	138964	24.4%
1	138964	24.4%
8	94727	16.7%
3	21893	3.9%
9	15958	2.8%
6	12639	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	568362	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	145217	25.6%
2	138964	24.4%
1	138964	24.4%
8	94727	16.7%
3	21893	3.9%
9	15958	2.8%
6	12639	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	568362	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	145217	25.6%
2	138964	24.4%
1	138964	24.4%
8	94727	16.7%
3	21893	3.9%
9	15958	2.8%
6	12639	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	568362	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	145217	25.6%
2	138964	24.4%
1	138964	24.4%
8	94727	16.7%
3	21893	3.9%
9	15958	2.8%
6	12639	2.2%

id_anuncio
Text

Distinct	75738
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	21
Median length	20
Mean length	20.39408
Min length	17

Characters and Unicode

Total characters	1931870
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	61922 ?
Unique (%)	65.4%

Sample

1st row	A15019136831406238029
2nd row	A6677225905472065344
3rd row	A13341979748618524775
4th row	A4775182175615276542
5th row	A2492087730711701973

Value	Count	Frequency (%)
a5463639993615125363	11	< 0.1%
a14882068007191593522	9	< 0.1%
a2282202115281541721	9	< 0.1%
a1315840462730187222	8	< 0.1%
a9716330137639818420	7	< 0.1%
a6151307694369968367	7	< 0.1%
a14940791098683555615	7	< 0.1%
a17351323363085385366	7	< 0.1%
a9865685988976540204	7	< 0.1%
a9858360437524013306	7	< 0.1%
Other values (75728)	94648	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	224421	11.6%
2	181596	9.4%
3	181406	9.4%
4	180702	9.4%
5	180588	9.3%
6	180336	9.3%
7	180190	9.3%
8	177562	9.2%
0	175609	9.1%
9	174733	9.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1837143	95.1%
Uppercase Letter	94727	4.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	224421	12.2%
2	181596	9.9%
3	181406	9.9%
4	180702	9.8%
5	180588	9.8%
6	180336	9.8%
7	180190	9.8%
8	177562	9.7%
0	175609	9.6%
9	174733	9.5%

Uppercase Letter

Value	Count	Frequency (%)
A	94727	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1837143	95.1%
Latin	94727	4.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	224421	12.2%
2	181596	9.9%
3	181406	9.9%
4	180702	9.8%
5	180588	9.8%
6	180336	9.8%
7	180190	9.8%
8	177562	9.7%
0	175609	9.6%
9	174733	9.5%

Latin

Value	Count	Frequency (%)
A	94727	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1931870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	224421	11.6%
2	181596	9.4%
3	181406	9.4%
4	180702	9.4%
5	180588	9.3%
6	180336	9.3%
7	180190	9.3%
8	177562	9.2%
0	175609	9.1%
9	174733	9.0%

jardin
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	77277
1	17450

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

Most occurring characters

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	77277	81.6%
1	17450	18.4%

latitud
Real number (ℝ)

Distinct	94616
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.421097

Minimum	40.328682
Maximum	40.520637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	40.328682
5-th percentile	40.367331
Q1	40.396866
median	40.423288
Q3	40.441939
95-th percentile	40.476524
Maximum	40.520637
Range	0.19195462
Interquartile range (IQR)	0.045073001

Descriptive statistics

Standard deviation	0.033411157
Coefficient of variation (CV)	0.0008265772
Kurtosis	-0.26902701
Mean	40.421097
Median Absolute Deviation (MAD)	0.022718215
Skewness	0.031478973
Sum	3828969.2
Variance	0.0011163054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.35801787	2	< 0.1%
40.4384144	2	< 0.1%
40.43659987	2	< 0.1%
40.4375113	2	< 0.1%
40.43407708	2	< 0.1%
40.40928353	2	< 0.1%
40.46930339	2	< 0.1%
40.44482727	2	< 0.1%
40.47114143	2	< 0.1%
40.40741781	2	< 0.1%
Other values (94606)	94707	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.32868222	1	< 0.1%
40.32870614	1	< 0.1%
40.33165199	1	< 0.1%
40.33169949	1	< 0.1%
40.33212122	1	< 0.1%
40.33212891	1	< 0.1%
40.33214619	1	< 0.1%
40.33222099	1	< 0.1%
40.33231457	1	< 0.1%
40.33241042	1	< 0.1%

Value	Count	Frequency (%)
40.52063684	1	< 0.1%
40.52034852	1	< 0.1%
40.5202431	1	< 0.1%
40.52006389	1	< 0.1%
40.51987313	1	< 0.1%
40.51986685	1	< 0.1%
40.51983257	1	< 0.1%
40.51975356	1	< 0.1%
40.51959642	1	< 0.1%
40.51946819	1	< 0.1%

location_name
Text

Distinct	135
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	32
Median length	27
Mean length	11.765178
Min length	3

Characters and Unicode

Total characters	1114480
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pau de Carabanchel
2nd row	Palacio
3rd row	Palacio
4th row	Palacio
5th row	Palacio

Value	Count	Frequency (%)
san	5574	3.8%
de	4972	3.4%
lavapiés-embajadores	3716	2.6%
del	3403	2.3%
	3165	2.2%
malasaña-universidad	2577	1.8%
puerta	2258	1.6%
vallecas	2091	1.4%
goya	2042	1.4%
vista	1972	1.4%
Other values (166)	113647	78.2%

Most occurring characters

Value	Count	Frequency (%)
a	161493	14.5%
e	97208	8.7%
s	83569	7.5%
r	66372	6.0%
i	63124	5.7%
l	62563	5.6%
o	61099	5.5%
	50690	4.5%
n	46422	4.2%
d	36757	3.3%
Other values (47)	385183	34.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	901055	80.8%
Uppercase Letter	145788	13.1%
Space Separator	50690	4.5%
Dash Punctuation	16419	1.5%
Decimal Number	528	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	161493	17.9%
e	97208	10.8%
s	83569	9.3%
r	66372	7.4%
i	63124	7.0%
l	62563	6.9%
o	61099	6.8%
n	46422	5.2%
d	36757	4.1%
t	34310	3.8%
Other values (20)	188138	20.9%

Uppercase Letter

Value	Count	Frequency (%)
C	18305	12.6%
P	16077	11.0%
A	12937	8.9%
V	12902	8.8%
L	10437	7.2%
S	8797	6.0%
E	8737	6.0%
B	8069	5.5%
M	6668	4.6%
G	6173	4.2%
Other values (13)	36686	25.2%

Decimal Number

Value	Count	Frequency (%)
1	264	50.0%
2	264	50.0%

Space Separator

Value	Count	Frequency (%)
	50690	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16419	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1046843	93.9%
Common	67637	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	161493	15.4%
e	97208	9.3%
s	83569	8.0%
r	66372	6.3%
i	63124	6.0%
l	62563	6.0%
o	61099	5.8%
n	46422	4.4%
d	36757	3.5%
t	34310	3.3%
Other values (43)	333926	31.9%

Common

Value	Count	Frequency (%)
	50690	74.9%
-	16419	24.3%
1	264	0.4%
2	264	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1087689	97.6%
None	26791	2.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	161493	14.8%
e	97208	8.9%
s	83569	7.7%
r	66372	6.1%
i	63124	5.8%
l	62563	5.8%
o	61099	5.6%
	50690	4.7%
n	46422	4.3%
d	36757	3.4%
Other values (39)	358392	32.9%

None

Value	Count	Frequency (%)
é	7387	27.6%
ñ	6085	22.7%
í	4583	17.1%
ó	4128	15.4%
Á	2362	8.8%
ü	1191	4.4%
á	587	2.2%
ú	468	1.7%

longitud
Real number (ℝ)

Distinct	94616
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6864265

Minimum	-3.8336106
Maximum	-3.5408378
Zeros	0
Zeros (%)	0.0%
Negative	94727
Negative (%)	100.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	-3.8336106
5-th percentile	-3.7474881
Q1	-3.7084777
median	-3.6941247
Q3	-3.6662477
95-th percentile	-3.6120073
Maximum	-3.5408378
Range	0.29277278
Interquartile range (IQR)	0.042229969

Descriptive statistics

Standard deviation	0.03910987
Coefficient of variation (CV)	-0.010609155
Kurtosis	0.6756366
Mean	-3.6864265
Median Absolute Deviation (MAD)	0.020835071
Skewness	0.40730476
Sum	-349204.13
Variance	0.0015295819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.593575859	2	< 0.1%
-3.63605706	2	< 0.1%
-3.705037589	2	< 0.1%
-3.715057312	2	< 0.1%
-3.706555726	2	< 0.1%
-3.699260327	2	< 0.1%
-3.779258617	2	< 0.1%
-3.698744153	2	< 0.1%
-3.578256193	2	< 0.1%
-3.697909275	2	< 0.1%
Other values (94606)	94707	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.833610625	1	< 0.1%
-3.833107748	1	< 0.1%
-3.832932814	1	< 0.1%
-3.832706688	1	< 0.1%
-3.832533869	1	< 0.1%
-3.832513838	1	< 0.1%
-3.832442618	1	< 0.1%
-3.832430377	1	< 0.1%
-3.827888505	1	< 0.1%
-3.827372412	1	< 0.1%

Value	Count	Frequency (%)
-3.540837846	1	< 0.1%
-3.540910906	1	< 0.1%
-3.541013201	1	< 0.1%
-3.54102911	1	< 0.1%
-3.541071002	1	< 0.1%
-3.541099714	1	< 0.1%
-3.541146808	1	< 0.1%
-3.541271311	1	< 0.1%
-3.541372653	1	< 0.1%
-3.54138271	1	< 0.1%

n_banos
Real number (ℝ)

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5845852

Minimum	0
Maximum	20
Zeros	89
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.84180368
Coefficient of variation (CV)	0.53124546
Kurtosis	14.965519
Mean	1.5845852
Median Absolute Deviation (MAD)	0
Skewness	2.4379687
Sum	150103
Variance	0.70863344
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	53554	56.5%
2	31331	33.1%
3	6659	7.0%
4	2121	2.2%
5	709	0.7%
6	159	0.2%
0	89	0.1%
7	39	< 0.1%
8	28	< 0.1%
11	15	< 0.1%
Other values (8)	23	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	0.1%
1	53554	56.5%
2	31331	33.1%
3	6659	7.0%
4	2121	2.2%
5	709	0.7%
6	159	0.2%
7	39	< 0.1%
8	28	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	15	< 0.1%
10	7	< 0.1%
9	7	< 0.1%
8	28	< 0.1%

n_habitaciones
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5801514

Minimum	0
Maximum	93
Zeros	2744
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	93
Range	93
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.24454
Coefficient of variation (CV)	0.48235156
Kurtosis	302.18944
Mean	2.5801514
Median Absolute Deviation (MAD)	1
Skewness	4.9823257
Sum	244410
Variance	1.5488799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3	33944	35.8%
2	28402	30.0%
1	13332	14.1%
4	11655	12.3%
5	3325	3.5%
0	2744	2.9%
6	789	0.8%
7	279	0.3%
8	142	0.1%
9	35	< 0.1%
Other values (11)	80	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2744	2.9%
1	13332	14.1%
2	28402	30.0%
3	33944	35.8%
4	11655	12.3%
5	3325	3.5%
6	789	0.8%
7	279	0.3%
8	142	0.1%
9	35	< 0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
33	1	< 0.1%
20	2	< 0.1%
18	2	< 0.1%
16	2	< 0.1%
15	3	< 0.1%
14	5	< 0.1%
13	6	< 0.1%
12	18	< 0.1%
11	16	< 0.1%

n_piso
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	3841
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.7477279

Minimum	-1
Maximum	11
Zeros	10094
Zeros (%)	10.7%
Negative	936
Negative (%)	1.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	11
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2572566
Coefficient of variation (CV)	0.8214993
Kurtosis	1.5992504
Mean	2.7477279
Median Absolute Deviation (MAD)	1
Skewness	1.1593948
Sum	249730
Variance	5.0952072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	20325	21.5%
2	17033	18.0%
3	14740	15.6%
4	11625	12.3%
0	10094	10.7%
5	6158	6.5%
6	3729	3.9%
7	2441	2.6%
8	1492	1.6%
11	1051	1.1%
Other values (3)	2198	2.3%
(Missing)	3841	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	936	1.0%
0	10094	10.7%
1	20325	21.5%
2	17033	18.0%
3	14740	15.6%
4	11625	12.3%
5	6158	6.5%
6	3729	3.9%
7	2441	2.6%
8	1492	1.6%

Value	Count	Frequency (%)
11	1051	1.1%
10	449	0.5%
9	813	0.9%
8	1492	1.6%
7	2441	2.6%
6	3729	3.9%
5	6158	6.5%
4	11625	12.3%
3	14740	15.6%
2	17033	18.0%

nueva_construccion
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	91849
1	2878

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

Most occurring characters

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	91849	97.0%
1	2878	3.0%

operacion
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

SALE	94727

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	378908
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SALE
2nd row	SALE
3rd row	SALE
4th row	SALE
5th row	SALE

Common Values

Value	Count	Frequency (%)
SALE	94727	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sale	94727	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	94727	25.0%
A	94727	25.0%
L	94727	25.0%
E	94727	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	378908	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	94727	25.0%
A	94727	25.0%
L	94727	25.0%
E	94727	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	378908	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	94727	25.0%
A	94727	25.0%
L	94727	25.0%
E	94727	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	378908	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	94727	25.0%
A	94727	25.0%
L	94727	25.0%
E	94727	25.0%

orientacion_e
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	75534
1	19193

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

Most occurring characters

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	75534	79.7%
1	19193	20.3%

orientacion_n
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	84513
1	10214

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

Most occurring characters

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	84513	89.2%
1	10214	10.8%

orientacion_o
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	80670
1	14057

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

Most occurring characters

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	80670	85.2%
1	14057	14.8%

orientacion_s
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	72358
1	22369

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

Most occurring characters

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72358	76.4%
1	22369	23.6%

parking
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	73439
1	21288

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring characters

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

parking_incluido_precio
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	73439
1	21288

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring characters

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	73439	77.5%
1	21288	22.5%

piscina
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	80723
1	14004

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

Most occurring characters

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	80723	85.2%
1	14004	14.8%

portero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	71103
1	23624

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

Most occurring characters

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	71103	75.1%
1	23624	24.9%

precio
Real number (ℝ)

Distinct	2761
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	395940.45

Minimum	21000
Maximum	8133000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	21000
5-th percentile	97000
Q1	160000
median	262000
Q3	467000
95-th percentile	1134000
Maximum	8133000
Range	8112000
Interquartile range (IQR)	307000

Descriptive statistics

Standard deviation	417075.03
Coefficient of variation (CV)	1.0533782
Kurtosis	29.012852
Mean	395940.45
Median Absolute Deviation (MAD)	124000
Skewness	4.0423995
Sum	3.7506251 × 10¹⁰
Variance	1.7395158 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
137000	448	0.5%
127000	416	0.4%
128000	411	0.4%
132000	400	0.4%
130000	391	0.4%
158000	378	0.4%
138000	377	0.4%
147000	376	0.4%
162000	369	0.4%
157000	367	0.4%
Other values (2751)	90794	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21000	1	< 0.1%
24000	3	< 0.1%
25000	1	< 0.1%
26000	1	< 0.1%
28000	1	< 0.1%
29000	3	< 0.1%
30000	1	< 0.1%
32000	1	< 0.1%
33000	3	< 0.1%
34000	1	< 0.1%

Value	Count	Frequency (%)
8133000	1	< 0.1%
7138000	1	< 0.1%
7124000	1	< 0.1%
7044000	1	< 0.1%
7018000	1	< 0.1%
6996000	1	< 0.1%
6970000	1	< 0.1%
6848000	1	< 0.1%
6829000	1	< 0.1%
6729000	1	< 0.1%

precio_logaritmico
Real number (ℝ)

Distinct	2761
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.563197

Minimum	9.9522777
Maximum	15.91144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	9.9522777
5-th percentile	11.482466
Q1	11.982929
median	12.4761
Q3	13.054085
95-th percentile	13.941262
Maximum	15.91144
Range	5.9591627
Interquartile range (IQR)	1.0711554

Descriptive statistics

Standard deviation	0.7601302
Coefficient of variation (CV)	0.06050452
Kurtosis	0.028814249
Mean	12.563197
Median Absolute Deviation (MAD)	0.52748006
Skewness	0.52989108
Sum	1190073.9
Variance	0.57779792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.8277362	448	0.5%
11.75194237	416	0.4%
11.75978554	411	0.4%
11.7905572	400	0.4%
11.77528973	391	0.4%
11.97035031	378	0.4%
11.83500896	377	0.4%
11.89818787	376	0.4%
11.99535161	369	0.4%
11.96400108	367	0.4%
Other values (2751)	90794	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.952277717	1	< 0.1%
10.08580911	3	< 0.1%
10.1266311	1	< 0.1%
10.16585182	1	< 0.1%
10.23995979	1	< 0.1%
10.27505111	3	< 0.1%
10.30895266	1	< 0.1%
10.37349118	1	< 0.1%
10.40426284	3	< 0.1%
10.4341158	1	< 0.1%

Value	Count	Frequency (%)
15.91144042	1	< 0.1%
15.78094318	1	< 0.1%
15.77897992	1	< 0.1%
15.76768675	1	< 0.1%
15.76398884	1	< 0.1%
15.76084912	1	< 0.1%
15.75712578	1	< 0.1%
15.7394672	1	< 0.1%
15.73668881	1	< 0.1%
15.7219371	1	< 0.1%

precio_parking
Real number (ℝ)

SKEWED

Distinct	146
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	719.69068

Minimum	1
Maximum	925001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	925001
Range	925000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7515.8103
Coefficient of variation (CV)	10.443112
Kurtosis	5059.7506
Mean	719.69068
Median Absolute Deviation (MAD)	0
Skewness	52.133523
Sum	68174139
Variance	56487404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	92539	97.7%
20001	230	0.2%
30001	210	0.2%
25001	185	0.2%
15001	183	0.2%
40001	141	0.1%
50001	136	0.1%
45001	87	0.1%
35001	76	0.1%
60001	62	0.1%
Other values (136)	878	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	92539	97.7%
2	9	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
11	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
26	3	< 0.1%
41	4	< 0.1%
51	5	< 0.1%

Value	Count	Frequency (%)
925001	1	< 0.1%
770001	1	< 0.1%
750001	1	< 0.1%
510001	1	< 0.1%
450001	1	< 0.1%
275001	1	< 0.1%
250001	1	< 0.1%
231001	2	< 0.1%
220001	1	< 0.1%
150001	3	< 0.1%

precio_unitario_m2
Real number (ℝ)

Distinct	31123
Distinct (%)	32.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3661.0239

Minimum	805.30973
Maximum	9997.561
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	805.30973
5-th percentile	1426.6667
Q1	2239.8347
median	3479.1667
Q3	4744.6809
95-th percentile	6774.1273
Maximum	9997.561
Range	9192.2512
Interquartile range (IQR)	2504.8461

Descriptive statistics

Standard deviation	1700.8025
Coefficient of variation (CV)	0.46457018
Kurtosis	0.2326398
Mean	3661.0239
Median Absolute Deviation (MAD)	1250.5631
Skewness	0.72177669
Sum	3.4679781 × 10⁸
Variance	2892729.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	373	0.4%
3000	236	0.2%
5000	211	0.2%
4000	201	0.2%
2200	161	0.2%
1500	158	0.2%
1800	149	0.2%
3500	148	0.2%
2500	140	0.1%
2600	131	0.1%
Other values (31113)	92819	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
805.3097345	1	< 0.1%
805.5555556	2	< 0.1%
805.9701493	1	< 0.1%
806.4516129	1	< 0.1%
807.0175439	1	< 0.1%
808.2191781	1	< 0.1%
808.3333333	1	< 0.1%
808.8235294	1	< 0.1%
809.0909091	1	< 0.1%
810.5263158	1	< 0.1%

Value	Count	Frequency (%)
9997.560976	1	< 0.1%
9994.285714	1	< 0.1%
9993.377483	1	< 0.1%
9992.248062	1	< 0.1%
9991.150442	1	< 0.1%
9990.909091	1	< 0.1%
9984.924623	1	< 0.1%
9979.310345	1	< 0.1%
9975	2	< 0.1%
9973.913043	1	< 0.1%

terraza
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	61096
1	33631

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

Most occurring characters

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	61096	64.5%
1	33631	35.5%

tipologia_imueble
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

HOME	94727

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	378908
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HOME
2nd row	HOME
3rd row	HOME
4th row	HOME
5th row	HOME

Common Values

Value	Count	Frequency (%)
HOME	94727	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
home	94727	100.0%

Most occurring characters

Value	Count	Frequency (%)
H	94727	25.0%
O	94727	25.0%
M	94727	25.0%
E	94727	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	378908	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
H	94727	25.0%
O	94727	25.0%
M	94727	25.0%
E	94727	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	378908	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
H	94727	25.0%
O	94727	25.0%
M	94727	25.0%
E	94727	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	378908	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
H	94727	25.0%
O	94727	25.0%
M	94727	25.0%
E	94727	25.0%

trastero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	70233
1	24494

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	94727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Most occurring characters

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	94727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	94727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	70233	74.1%
1	24494	25.9%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	a_reformar	aire_acondicionado	amueblado	ano_construccion	area_construida	armarios	ascensor	buen_estado	cat_ano_construccion	cat_calidad	cat_n_max_pisos	cat_n_vecinos	ciudad	distancia_castellana	distancia_metro	distancia_puerta_sol	estudio	exterior_interior	fecha	id_anuncio	jardin	latitud	location_name	longitud	n_banos	n_habitaciones	n_piso	operacion	orientacion_e	orientacion_n	orientacion_o	orientacion_s	parking	parking_incluido_precio	piscina	portero	precio	precio_logaritmico	precio_parking	precio_unitario_m2	terraza	tipologia_imueble	trastero
0	1	1	3	2005.0	47	1	1	0	2005	3.0	7	319	Madrid	6.868677	0.872075	8.058429	0	1.0	201803	A15019136831406238029	1	40.362485	Pau de Carabanchel	-3.766933	1	1	1.0	SALE	0	0	0	0	0	0	1	1	126000	11.744037	1	2680.851064	0	HOME	1
1	0	0	3	NaN	54	1	0	1	1900	3.0	5	11	Madrid	1.544125	0.116382	0.876369	0	2.0	201803	A6677225905472065344	0	40.422430	Palacio	-3.710725	1	1	1.0	SALE	0	0	0	0	0	0	0	0	235000	12.367341	1	4351.851852	0	HOME	0
2	0	1	3	NaN	75	1	0	1	1915	3.0	6	26	Madrid	1.608444	0.139109	0.907479	0	1.0	201803	A13341979748618524775	0	40.422190	Palacio	-3.711571	1	2	3.0	SALE	0	0	0	1	0	0	0	0	373000	12.829334	1	4973.333333	0	HOME	1
3	0	1	3	NaN	48	0	1	1	1947	5.0	9	15	Madrid	1.516166	0.144299	0.845462	0	2.0	201803	A4775182175615276542	0	40.422251	Palacio	-3.710440	1	1	1.0	SALE	0	0	0	0	0	0	0	0	284000	12.556730	1	5916.666667	0	HOME	0
4	0	0	3	1930.0	50	0	0	1	1930	7.0	5	19	Madrid	1.794136	0.337098	1.250231	1	1.0	201803	A2492087730711701973	0	40.408741	Palacio	-3.714340	1	0	0.0	SALE	0	0	0	0	0	0	0	0	228000	12.337101	1	4560.000000	0	HOME	0
5	1	0	3	NaN	127	0	1	0	1900	3.0	5	18	Madrid	1.168126	0.161436	0.541773	0	1.0	201803	A18372428154681111419	0	40.412639	Lavapiés-Embajadores	-3.707522	2	3	3.0	SALE	0	0	0	0	0	0	0	0	498000	13.118355	1	3921.259843	0	HOME	0
6	0	0	3	NaN	35	0	1	1	1942	3.0	6	15	Madrid	1.517437	0.126995	0.859565	1	2.0	201803	A4705946410795464036	0	40.422450	Palacio	-3.710395	1	0	2.0	SALE	0	0	0	0	0	0	0	0	225000	12.323856	1	6428.571429	0	HOME	0
7	0	0	3	NaN	100	0	1	1	1960	6.0	6	26	Madrid	1.762922	0.263445	1.346115	0	1.0	201803	A8243762537477781718	0	40.407409	Imperial	-3.714126	1	2	4.0	SALE	0	0	0	0	0	0	0	1	365000	12.807653	1	3650.000000	1	HOME	0
8	0	0	1	1900.0	70	0	1	1	1900	1.0	5	16	Madrid	1.548310	0.437191	0.753575	0	1.0	201803	A9587449507628658013	0	40.414870	Palacio	-3.712390	1	1	2.0	SALE	0	0	1	0	1	1	0	0	425000	12.959844	1	6071.428571	0	HOME	0
9	0	1	3	NaN	360	1	1	1	1972	3.0	7	15	Madrid	1.609466	0.312616	0.779228	0	1.0	201803	A3694300518337702967	0	40.417236	Palacio	-3.712945	3	4	9.0	SALE	1	1	1	1	1	1	0	1	3187000	14.974591	1	8852.777778	1	HOME	1

	aire_acondicionado	amueblado	ano_construccion	area_construida	armarios	ascensor	buen_estado	cat_ano_construccion	cat_calidad	cat_n_max_pisos	cat_n_vecinos	ciudad	distancia_castellana	distancia_metro	distancia_puerta_sol	duplex	estudio	exterior_interior	fecha	id_anuncio	jardin	latitud	location_name	longitud	n_banos	n_habitaciones	n_piso	operacion	orientacion_e	orientacion_n	orientacion_o	orientacion_s	parking	parking_incluido_precio	piscina	precio	precio_logaritmico	precio_parking	precio_unitario_m2	terraza	tipologia_imueble	trastero
94805	1	3	2007.0	85	0	1	1	2007	5.0	3	67	Madrid	8.392438	0.294355	9.503915	1	1	1.0	201812	A6905855462280780825	1	40.402823	Ambroz	-3.593133	2	0	1.0	SALE	0	0	1	0	1	1	0	174000	12.066811	1	2047.058824	0	HOME	0
94806	1	3	2010.0	120	1	1	1	2005	5.0	3	67	Madrid	8.380544	0.270004	9.494048	1	0	1.0	201812	A7034851435465452892	1	40.402615	Ambroz	-3.593296	2	3	0.0	SALE	0	0	1	0	1	1	0	229000	12.341477	1	1908.333333	1	HOME	0
94807	1	3	2004.0	107	1	1	1	2004	7.0	8	20	Madrid	7.327070	0.501479	8.476247	0	0	1.0	201812	A10324853219120899544	1	40.400215	Valdebernardo - Valderribas	-3.606131	2	3	5.0	SALE	0	0	1	0	1	1	1	293000	12.587928	1	2738.317757	0	HOME	1
94808	1	3	NaN	33	1	1	1	2008	4.0	1	1	Madrid	4.857431	0.554890	6.549843	0	1	1.0	201812	A8974485819301533463	0	40.437287	Simancas	-3.631436	1	0	2.0	SALE	0	0	0	0	1	1	1	196000	12.185870	1	5939.393939	0	HOME	0
94809	1	3	NaN	103	1	1	1	1998	4.0	5	74	Madrid	7.374166	0.508877	8.759108	0	0	1.0	201812	A8870664464301737677	1	40.428977	Rosas	-3.601721	1	2	3.0	SALE	0	1	0	0	1	1	0	338000	12.730801	1	3281.553398	1	HOME	0
94810	1	3	NaN	115	1	1	1	2009	3.0	7	58	Madrid	8.276950	0.866826	10.003059	0	0	1.0	201812	A3962186799478940177	1	40.445810	Rejas	-3.592154	2	3	1.0	SALE	0	0	0	0	1	1	1	347000	12.757080	1	3017.391304	1	HOME	1
94811	1	3	2007.0	93	1	1	1	2007	3.0	7	161	Madrid	8.496364	1.019788	10.198147	0	0	1.0	201812	A3876164367053781729	1	40.445013	Rejas	-3.589376	2	2	2.0	SALE	0	1	0	1	1	1	1	311000	12.647548	1	3344.086022	0	HOME	1
94812	1	2	2005.0	121	1	1	1	2009	3.0	6	107	Madrid	9.573127	1.883650	11.204027	0	0	1.0	201803	A17768295786772492698	1	40.443196	Rejas	-3.576271	2	2	3.0	SALE	1	0	0	0	1	1	1	342000	12.742566	1	2826.446281	1	HOME	1
94813	0	2	1970.0	62	1	0	1	1970	5.0	4	17	Madrid	6.941217	0.171736	8.780692	0	0	2.0	201806	A15733144649359668635	0	40.447931	Canillejas	-3.608694	1	3	3.0	SALE	0	0	0	0	0	0	0	146000	11.891362	1	2354.838710	0	HOME	0
94814	1	3	1972.0	93	1	1	1	1974	5.0	9	301	Madrid	8.799697	0.212377	11.070417	0	0	1.0	201812	A9716488392839016117	1	40.458098	Alameda de Osuna	-3.585056	1	3	2.0	SALE	1	1	0	0	0	0	1	334000	12.718896	1	3591.397849	1	HOME	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII